{"id":"W4389740561","doi":"10.14309/01.ajg.0000995836.97423.bc","title":"S25 Communicating Needs and Features of IBD Experiences (CONFIDE) Survey: Impact of Moderate to Severe Crohn’s Disease Symptoms on Health Care Professional Treatment Decisions in the United States and Europe","year":2023,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Disease; Crohn's disease; Crohn disease; Health care; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00392908,0.0001576962,0.0003819502,0.00096287,0.0006311439,0.0008914754,0.0003208028,0.0005281299,0.002046658],"category_scores_gemma":[0.009250455,0.0001877315,0.0006177831,0.0008836545,0.0003367054,0.0008208863,0.002107395,0.0005459493,0.0002309141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006016392,"about_ca_system_score_gemma":0.000629785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004734769,"about_ca_topic_score_gemma":0.005582929,"domain_scores_codex":[0.9975663,0.001133572,0.0005847052,0.0001434393,0.0003051653,0.0002668384],"domain_scores_gemma":[0.9911785,0.002779803,0.003301199,0.0002651349,0.0009656477,0.001509734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001990452,0.0001966306,0.9741555,0.0002569134,0.000107862,0.0002600424,0.009516041,0.00009451729,0.0003037416,0.0001073725,0.002491624,0.01231078],"study_design_scores_gemma":[0.00001718253,0.0002081262,0.9819194,0.000123526,0.0000242846,0.0002713121,0.0146585,0.0001129021,0.00012496,0.00003433089,0.002490299,0.00001511188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970567,0.0001587315,0.00006138494,0.0002739494,0.000008946285,0.00004854791,0.001193706,0.000004505619,0.001193426],"genre_scores_gemma":[0.9978968,0.0002205833,0.0002527081,0.0002556082,0.00001300993,0.0001058027,0.0009659068,0.000002382933,0.0002872809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004734769,"threshold_uncertainty_score":0.02077919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01556343061933983,"score_gpt":0.3197118991922971,"score_spread":0.3041484685729573,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}